ai-agent
GEAK: Efficient AI Kernels
Get efficient AI-centric kernels with GEAK, for founders using Python and AI.
150 stars40 forksPythonGuide quality 8/10Updated 8/11/2026100% free · open source
What it does
GEAK generates efficient AI-centric kernels for founders using Python and AI to optimize their machine learning models
When to use it
- •When you need to optimize your AI model's performance on a specific hardware
- •When you want to reduce the energy consumption of your AI model
- •When you need to deploy your AI model on a edge device with limited resources
Ready-to-paste prompt
python geak.py --config config.json --input-shape 224 224 3 --output-shape 1000 --model resnet50
Heads up: GEAK requires a specific version of the TensorFlow library (>= 2.4.0) and a compatible Python version (>= 3.7) to run correctly
Saves to your device
Use with Claude
New
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
✅ Light setup
Installs with a command or two; your AI agent can do it for you.
Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/geak && curl -fsSL https://workflowstacks.com/api/skills/geak/claude-skill -o ~/.claude/skills/geak/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
Use with Claude
New
Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.
✅ Light setup
Installs with a command or two; your AI agent can do it for you.
Try it instantly — no install
Claude Code
mkdir -p ~/.claude/skills/geak && curl -fsSL https://workflowstacks.com/api/skills/geak/claude-skill -o ~/.claude/skills/geak/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
Details
Creator
AMD-AGI
Language
Python
Category
ai-agent
Published
7/30/2025
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